Digital Acceleration Quotes

[[ ]] The story goes like this: Earth is captured by a technocapital singularity as renaissance rationalization and oceanic navigation lock into commoditization take-off. Logistically accelerating techno-economic interactivity crumbles social order in auto sophisticating machine runaway. As markets learn to manufacture intelligence, politics modernizes, upgrades paranoia, and tries to get a grip. The body count climbs through a series of globewars. Emergent Planetary Commercium trashes the Holy Roman Empire, the Napoleonic Continental System, the Second and Third Reich, and the Soviet International, cranking-up world disorder through compressing phases. Deregulation and the state arms-race each other into cyberspace. By the time soft-engineering slithers out of its box into yours, human security is lurching into crisis. Cloning, lateral genodata transfer, transversal replication, and cyberotics, flood in amongst a relapse onto bacterial sex. Neo-China arrives from the future. Hypersynthetic drugs click into digital voodoo. Retro-disease. Nanospasm.

Two revolutions coincided in the 1950s. Mathematicians, including Claude Shannon and Alan Turing, showed that all information could be encoded by binary digits, known as bits. This led to a digital revolution powered by circuits with on-off switches that processed information. Simultaneously, Watson and Crick discovered how instructions for building every cell in every form of life were encoded by the four-letter sequences of DNA. Thus was born an information age based on digital coding (0100110111001…) and genetic coding (ACTGGTAGATTACA…). The flow of history is accelerated when two rivers converge.

We were subject to the wonders and frustrations of unpredictability and better able to withstand them because time moved at what would only later seem a gentle flow, like a river across a prairie before the waterfall of acceleration we would all tumble over. We were prepared for encounters with strangers in ways that the digital age would buffer a lot of us from later. It was an era of both more unpredictable contact and more profound solitude.

A steer may not accelerate the speed of vehicle directly; by navigating the better path, it can shorten the distance or save the energy to reach the right destination.

I’m realizing that these are my ways of insisting on something. Living between the mountains and this hyper accelerated, entrepreneurial culture, I can’t help but ask the question: What does it mean to construct digital worlds while the actual world is crumbling before our eyes?

Today, only companies that partner promiscuously can accelerate the delivery of their innovative ideas.

ever accelerating progress of technology and changes in the mode of human life,” von Neumann explained to Stan Ulam, “gives the appearance of approaching some essential singularity in the history of the race.

Every computing device today has five basic components: (1) the integrated circuits that do the computing; (2) the memory units that store and retrieve information; (3) the networking systems that enable communications within and across computers; (4) the software applications that enable different computers to perform myriad tasks individually and collectively; and (5) the sensors—cameras and other miniature devices that can detect movement, language, light, heat, moisture, and sound and transform any of them into digitized data that can be mined for insights.

Our current long-term vision at LinkedIn is to extend this professional graph into an economic graph by digitally manifesting every economic opportunity [i.e., job] in the world (full-time and temporary); the skills required to obtain those opportunities; the profiles for every company in the world offering those opportunities; the professional profiles for every one of the roughly 3.3 billion people in the global workforce; and subsequently overlay the professional knowledge of those individuals and companies onto the “graph” [so that individual professionals could share their expertise and experience with anyone]. Anyone

Digital technologies will no more solve the so-called ‘crisis in education’ than airbags will stop drivers from having accidents.  What digital technologies can do, however, is to dramatically accelerate the changes in behaviours, values, and actions, which then transform the way we learn and our capacity to learn.

Psychologists confirm that humans are incapable of giving their full attention to two tasks simultaneously.37 What people actually do is switch their attention from one task or platform to the next, and such task switching leads to a host of issues, including attention difficulties, poor decision making, and information overload.

Remarkably, studies of visual perception have found that two-dimensional images projected onto the retina only achieve full dimensionality as a result of our perception: we infer the third dimension of depth. Sadly, though, as the urgency to expedite all communicative transactions usurps out customary patterns of exchange, perception is accelerated as well. There does not seem to be a great deal of time left over to infer--or interpret, or imagine--much of anything at all. In the end, of course, there is nothing real about this at all, except for our propensity to let it happen.

But as the digital revolution has created new forms of communal engagement, it has accelerated a rot within society. Digitalization has decimated local communities, and traditional affiliations have weakened as younger generations have shifted their lives online. Was this a Faustian bargain? We have gotten convenience and efficiency at the cost of losing civic engagement, intimacy, and authenticity. In this we again hear the echo of the poet Oliver Goldsmith: 'Wealth accumulates, and men decay.' Amid such dislocations, people are drawn to fringe online communities--or even reject modernity itself, turning away from liberal democracy, economic growth, and technological progress.

The grains pour and I find myself missing the dead more than usual. I notice that I cry more when watching television, triggered by romance, a retiring detective shot in the back while staring into the sea, a weary father lifting his infant from a crib. I notice that my own tears burn my eyes, that I am no longer a fast runner and that my sense of time seems to be accelerating...Since contemplating Marcus, I try to be more aware of the passing hours, that I might see it happen, that cosmic shift from one digit to another. Despite all my efforts February just slips away, though being a leap year there is one extra day to observe. I stare at the number 29 on the daily calendar, then reluctantly tear off the page. March first.

The same thing, notes Brynjolfsson, happened 120 years ago, in the Second Industrial Revolution, when electrification—the supernova of its day—was introduced. Old factories did not just have to be electrified to achieve the productivity boosts; they had to be redesigned, along with all business processes. It took thirty years for one generation of managers and workers to retire and for a new generation to emerge to get the full productivity benefits of that new power source. A December 2015 study by the McKinsey Global Institute on American industry found a “considerable gap between the most digitized sectors and the rest of the economy over time and [found] that despite a massive rush of adoption, most sectors have barely closed that gap over the past decade … Because the less digitized sectors are some of the largest in terms of GDP contribution and employment, we [found] that the US economy as a whole is only reaching 18 percent of its digital potential … The United States will need to adapt its institutions and training pathways to help workers acquire relevant skills and navigate this period of transition and churn.” The supernova is a new power source, and it will take some time for society to reconfigure itself to absorb its full potential. As that happens, I believe that Brynjolfsson will be proved right and we will start to see the benefits—a broad range of new discoveries around health, learning, urban planning, transportation, innovation, and commerce—that will drive growth. That debate is for economists, though, and beyond the scope of this book, but I will be eager to see how it plays out. What is absolutely clear right now is that while the supernova may not have made our economies measurably more productive yet, it is clearly making all forms of technology, and therefore individuals, companies, ideas, machines, and groups, more powerful—more able to shape the world around them in unprecedented ways with less effort than ever before. If you want to be a maker, a starter-upper, an inventor, or an innovator, this is your time. By leveraging the supernova you can do so much more now with so little. As Tom Goodwin, senior vice president of strategy and innovation at Havas Media, observed in a March 3, 2015, essay on TechCrunch.com: “Uber, the world’s largest taxi company, owns no vehicles. Facebook, the world’s most popular media owner, creates no content. Alibaba, the most valuable retailer, has no inventory. And Airbnb, the world’s largest accommodation provider, owns no real estate. Something interesting is happening.

Curiosity is crucial to success. What worked yesterday is out-of-date today and forgotten tomorrow—replaced by a new tool or technique we haven’t yet heard of. Consider that the telephone took 75 years to reach 50 million users, whereas television was in 50 million households within 13 years, the internet in 4, . . . and Angry Birds in 35 days. In the tech era, the pace is accelerating further: it took Microsoft Office 22 years to reach a billion users, but Gmail only 12, and Facebook 9. Trying to resist this tide of change will drown you. Successful people in the digital age are those who go to work every day, not dreading the next change, but asking, “What if we did it this way?” Adherence to process, or how we’ve always done it, is the Achilles’ heel of big firms and sepsis for careers. Be the gal who comes up with practical and bat-shit crazy ideas worth discussing and trying. Play offense: for every four things you’re asked to do, offer one deliverable or idea that was not asked for.

Unfortunately, however, there is another serious catch. Theory dictates that such discoveries must occur at an increasingly accelerating pace; the time between successive innovations must systematically and inextricably get shorter and shorter. For instance, the time between the “Computer Age” and the “Information and Digital Age” was perhaps twenty years, in contrast to the thousands of years between the Stone, Bronze, and Iron ages. If we therefore insist on continuous open-ended growth, not only does the pace of life inevitably quicken, but we must innovate at a faster and faster rate. We are all too familiar with its short-term manifestation in the increasingly faster pace at which new gadgets and models appear. It’s as if we are on a succession of accelerating treadmills and have to jump from one to another at an ever-increasing rate. This is clearly not sustainable, potentially leading to the collapse of the entire urbanized socioeconomic fabric. Innovation and wealth creation that fuel social systems, if left unchecked, potentially sow the seeds of their inevitable collapse. Can this be avoided or are we locked into a fascinating experiment in natural selection that is doomed to fail?

GCHQ has traveled a long and winding road. That road stretches from the wooden huts of Bletchley Park, past the domes and dishes of the Cold War, and on towards what some suggest will be the omniscient state of the Brave New World. As we look to the future, the docile and passive state described by Aldous Huxley in his Brave New World is perhaps more appropriate analogy than the strictly totalitarian predictions offered by George Orwell's Nineteen Eighty-Four. Bizarrely, many British citizens are quite content in this new climate of hyper-surveillance, since its their own lifestyle choices that helped to create 'wired world' - or even wish for it, for as we have seen, the new torrents of data have been been a source of endless trouble for the overstretched secret agencies. As Ken Macdonald rightly points out, the real drives of our wired world have been private companies looking for growth, and private individuals in search of luxury and convenience at the click of a mouse. The sigint agencies have merely been handed the impossible task of making an interconnected society perfectly secure and risk-free, against the background of a globalized world that presents many unprecedented threats, and now has a few boundaries or borders to protect us. Who, then, is to blame for the rapid intensification of electronic surveillance? Instinctively, many might reply Osama bin Laden, or perhaps Pablo Escobar. Others might respond that governments have used these villains as a convenient excuse to extend state control. At first glance, the massive growth of security, which includes includes not only eavesdropping but also biometric monitoring, face recognition, universal fingerprinting and the gathering of DNA, looks like a sad response to new kinds of miscreants. However, the sad reality is that the Brave New World that looms ahead of us is ultimately a reflection of ourselves. It is driven by technologies such as text messaging and customer loyalty cards that are free to accept or reject as we choose. The public debate on surveillance is often cast in terms of a trade-off between security and privacy. The truth is that luxury and convenience have been pre-eminent themes in the last decade, and we have given them a much higher priority than either security or privacy. We have all been embraced the world of surveillance with remarkable eagerness, surfing the Internet in a global search for a better bargain, better friends, even a better partner. GCHQ vast new circular headquarters is sometimes represented as a 'ring of power', exercising unparalleled levels of surveillance over citizens at home and abroad, collecting every email, every telephone and every instance of internet acces. It has even been asserted that GCHQ is engaged in nothing short of 'algorithmic warfare' as part of a battle for control of global communications. By contrast, the occupants of 'Celtenham's Doughnut' claim that in reality they are increasingly weak, having been left behind by the unstoppable electronic communications that they cannot hope to listen to, still less analyse or make sense of. In fact, the frightening truth is that no one is in control. No person, no intelligence agency and no government is steering the accelerating electronic processes that may eventually enslave us. Most of the devices that cause us to leave a continual digital trail of everything we think or do were not devised by the state, but are merely symptoms of modernity. GCHQ is simply a vast mirror, and it reflects the spirit of the age.

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once a technology becomes digital—that is, once it can be programmed in the ones and zeroes of computer code—it hops on the back of Moore’s Law and begins accelerating exponentially.

The decision process in large public or private organizations is often driven by strategic goals or value of investments to its stakeholders while making the organization stronger and sustainable.

the ability to move from idea and invention to technologies and innovation and finally into the marketplace. This is not something that necessarily happens fast—energy is not software. After all, the lithium battery was invented in the middle 1970s but took more than three decades before beginning to power cars on the road. The modern solar photovoltaics and wind industries began in the early 1970s but did not begin to attain scale until after 2010. Yet the pace of innovation is accelerating, as is the focus, owing in part to the climate agenda and government support, in part to decisions by investors, in the part to the collaboration of different kinds of companies and innovators, and in part to the convergence of technologies and capabilities—from digital to new materials to artificial intelligence and machine learning to business models and more.

Living between the mountains and this hyper accelerated, entrepreneurial culture, I can’t help but ask the question: What does it mean to construct digital worlds while the actual world is crumbling before our eyes?

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It’s true that between March 2020 and August 2020, what would have taken five years to accelerate to digital occurred in five months of COVID

When the smoke clears, we can expect to see about a hundred dominant players in about fifty distinct markets, known as value chains, around the world. In most cases there will be a duopoly of two giants in each market. The concepts of banking, financial services, and insurance will converge. Consolidation of telecom, entertainment, and tech will accelerate.

He mentioned five elements that really set the deck apart from the rest. Here’s what you need, according to Andy: Name a big, relevant change in the world. This should be an “indisputable truth.” “E-commerce will accelerate post-COVID19-pandemic” is a good example. Show there will be winners and losers. The point here is to give anxiety to the customers that may fall on the losing side. At Videoplaza, we cited the transition from analog to digital in video streaming and monetization with Netflix and Amazon as the winners thus far. Tease the promised land. Instead of introducing your product immediately, talk instead about the future state, about your founding insights to give the prospect a glimpse into the future. Introduce features as magic gifts for overcoming obstacles to the promised land. This is where your product comes in with its ability to get the customer to the other side. Present evidence that you can make the story come true. Case studies, customer testimonials, analyst quotes, product demos—all of these are appropriate in telling this part of the narrative.

An ExO is a purpose-driven, agile, and scalable organization that uses accelerating technologies to digitize, dematerialize, democratize, and demonetize its products and services, resulting in a 10x performance increase over its non-ExO peers.

globalization, climate change, technological breakthroughs, international terrorism, geopolitical shifts, economic crises, the digitalization of information, social networks, the rise of bottom-up people-movements, the rise of new religious movements, even the New Atheism, and others. These all conspire together to further accelerate the marginalization of the church as we know it, forcing us to rethink our previously privileged relationship to broader culture around us.

undertakings, aimed at promoting and accelerating the process of digital convergence,

Rapid and accelerating digitization is likely to bring economic rather than environmental disruption, stemming from the fact that as computers get more powerful, companies have less need for some kinds of workers. Technological progress is going to leave behind some people, perhaps even a lot of people, as it races ahead. As we’ll demonstrate, there’s never been a better time to be a worker with special skills or the right education, because these people can use technology to create and capture value. However, there’s never been a worse time to be a worker with only ‘ordinary’ skills and abilities to offer, because computers, robots, and other digital technologies are acquiring these skills and abilities at an extraordinary rate.

The acceleration from kilocycles to megahertz to gigahertz is advancing even faster than this increase in nominal clock speed indicates, as devices such as dedicated graphic processors enable direct translation between coded sequences and memory structures, without waiting for any central clock to authorize the translation step-by-step. No matter how frequently we reset our own clocks to match the increasing speed of computers we will never be able to keep up. Codes that take advantage of asynchronous processing, in the digital universe, will rapidly move ahead, in ours.

the Commission selected the following four priorities for its policy undertakings: diffusion and acceleration of digital convergence

for the Pilot Project for the Acceleration of Digital Transition' (Dec. 2009) and the 'Plan for the Improvement of the Digital Broadcasting

As a result, the motto in Silicon Valley today is: everything that is analog is now being digitized, everything that is being digitized is now being stored, everything that is being stored is now being analyzed by software on these more powerful computing systems, and all the learning is being immediately applied to make old things work better, to make new things possible, and to do old things in fundamentally new ways. For instance, the invention of the Uber taxi service did all three: it didn’t just create a new competitive taxi fleet; it created a fundamentally new and better way to summon a taxi, to gather data on riders’ needs and desires, to pay for a taxi, and to rate the behavior of the driver and the passenger. These

Many foresightful boards invite CIOs to the big table for bridging gaps and harnessing communications to accelerate digital transformation.

The digital board needs to know when to push the gas pedal to accelerate the business speed, and when to push the brake to practice governance discipline.

Keep strategy management and performance management synchronized to accelerate digital transformation.

It is fun to be around really, really creative makers in the second half of the chessboard, to see what they can do, as individuals, with all of the empowering tools that have been enabled by the supernova. I met Tom Wujec in San Francisco at an event at the Exploratorium. We thought we had a lot in common and agreed to follow up on a Skype call. Wujec is a fellow at Autodesk and a global leader in 3-D design, engineering, and entertainment software. While his title sounds like a guy designing hubcaps for an auto parts company, the truth is that Autodesk is another of those really important companies few people know about—it builds the software that architects, auto and game designers, and film studios use to imagine and design buildings, cars, and movies on their computers. It is the Microsoft of design. Autodesk offers roughly 180 software tools used by some twenty million professional designers as well as more than two hundred million amateur designers, and each year those tools reduce more and more complexity to one touch. Wujec is an expert in business visualization—using design thinking to help groups solve wicked problems. When we first talked on the phone, he illustrated our conversation real-time on a shared digital whiteboard. I was awed. During our conversation, Wujec told me his favorite story of just how much the power of technology has transformed his work as a designer-maker.

The more effortlessly you can align, integrate, and optimize the important business factors inside an organization, the closer you can accelerate performance and lead changes.

The CIO as “Chief Interpretation Officer” is the new digital leadership perspective of harnessing communication and people-centricity for accelerating digital transformation.

Running IT as the digital energizer is about accelerating business performance, unleashing business potential, and nurturing collective creativity.

Before the news and polling cycles accelerated, leaders assumed that the electorate understood reform was a long game. Not anymore. The digital age has shrunk the public attention span and lured government into making each thing it says appear to be a big idea. p225

But what if it didn’t take money to make money? What’s terrifying about the digitally disrupted future is that this rhetorical question is already being concretely answered. The mindset of the digital disruptor accelerates every possible process by exploiting digital toolsets that are free for tinkering. Economists talk about trends that reduce barriers to entry. The force of digital disruption doesn’t just reduce these barriers, it obliterates them. This allows the disruptor to take new ideas of any size and potential impact and rapidly pursue target customers at almost no cost and in the space of a few days, rather than years. That’s the power of digital disruption, and it will happen to every industry on the planet, whether that company makes digital products or not. That’s why the rise of millions of digital disruptors like Thomas Suarez, whether they go it alone or choose to disrupt on behalf of massively physical firms like Verizon and Unilever, matters so much. These disruptors will do what they do in whatever industry they find themselves planted, ultimately generating significantly more innovation power into the marketplace.

axis, all of those straight-ish lines would look like the first graph above of Andy’s tribble family—horizontal most of the way, then suddenly close to vertical at the end. And there would really be no way to graph them all together—the numbers involved are just too different. Logarithmic scaling takes care of these issues and allows us to get a clear overall picture of improvement in digital gear. It’s clear that many of the critical building blocks of computing—microchip density, processing speed, storage capacity, energy efficiency, download speed, and so on—have been improving at exponential rates for a long time. To understand the real-world impacts of Moore’s Law, let’s compare the capabilities of computers separated by only a few doubling periods. The ASCI Red, the first product of the U.S. government’s Accelerated Strategic Computing Initiative, was the world’s fastest supercomputer when it was introduced in 1996. It cost $55 million to develop and its one hundred cabinets occupied nearly 1,600 square feet of floor space (80 percent of a tennis court) at Sandia National Laboratories in New Mexico.10 Designed for calculation-intensive tasks like simulating nuclear tests, ASCI Red was the first computer to score above one teraflop—one trillion floating point operations* per second—on the standard benchmark test for computer speed. To reach this speed it used eight hundred kilowatts per hour, about as much as eight hundred homes would. By 1997, it had reached 1.8 teraflops.

the sooner we can accelerate the adoption of digital books, the better it will be for libraries and the more likely that some of the smaller libraries—often with great regional and local treasures—will survive into the decades ahead.

The S curve is not just important as a model in its own right; it’s also the jack-of-all-trades of mathematics. If you zoom in on its midsection, it approximates a straight line. Many phenomena we think of as linear are in fact S curves, because nothing can grow without limit. Because of relativity, and contra Newton, acceleration does not increase linearly with force, but follows an S curve centered at zero. So does electric current as a function of voltage in the resistors found in electronic circuits, or in a light bulb (until the filament melts, which is itself another phase transition). If you zoom out from an S curve, it approximates a step function, with the output suddenly changing from zero to one at the threshold. So depending on the input voltages, the same curve represents the workings of a transistor in both digital computers and analog devices like amplifiers and radio tuners. The early part of an S curve is effectively an exponential, and near the saturation point it approximates exponential decay. When someone talks about exponential growth, ask yourself: How soon will it turn into an S curve? When will the population bomb peter out, Moore’s law lose steam, or the singularity fail to happen? Differentiate an S curve and you get a bell curve: slow, fast, slow becomes low, high, low. Add a succession of staggered upward and downward S curves, and you get something close to a sine wave. In fact, every function can be closely approximated by a sum of S curves: when the function goes up, you add an S curve; when it goes down, you subtract one. Children’s learning is not a steady improvement but an accumulation of S curves. So is technological change. Squint at the New York City skyline and you can see a sum of S curves unfolding across the horizon, each as sharp as a skyscraper’s corner. Most importantly for us, S curves lead to a new solution to the credit-assignment problem. If the universe is a symphony of phase transitions, let’s model it with one. That’s what the brain does: it tunes the system of phase transitions inside to the one outside. So let’s replace the perceptron’s step function with an S curve and see what happens.

One reason for this debacle, according to Dan Colussy, who drove Iridium’s buyout in 2000, was the company’s refusal to update business assumptions. “The Iridium business plan was locked in place twelve years before the system became operational,” he recalls. That’s a long time, long enough that it was almost impossible to predict where the state of the art in digital communications would be by the time the satellite system was at last in place. We thus label this an Iridium Moment—using linear tools and the trends of the past to predict an accelerating future.

other words, technologies only come to life and have meaning as people adopt and use them.

I begin by describing the saturation of everyday life by media technologies, for example, how people are meshing multiple devices. I then present some of my own research on the mobile phone’s role in shifting the boundaries between work and home. The main use of the mobile phone turns out to be social, with much value placed on the enhanced ability to microcoordinate the timing of complex family activities. In this way, I argue, mobile phones have become a new tool for intimacy.

Digital disruption accelerates competing ideas even as it facilitates the entry of a previously impossible number and magnitude of ideas.

I question this stereotype of the technologically tethered worker with no control over his time. Instead, the use of information and communication technology (ICT) for both work-related and personal matters is shown to have positive, as well as negative, implications for men and women workers. The contemporary office has by my account morphed into a ubiquitous technoscape, and this has reconfigured the very nature of working time.

This book is a compilation of interesting ideas that have strongly influenced my thoughts and I want to share them in a compressed form. That ideas can change your worldview and bring inspiration and the excitement of discovering something new. The emphasis is not on the technology because it is constantly changing. It is much more difficult to change the accompanying circumstances that affect the way technological solutions are realized. The chef did not invent salt, pepper and other spices. He just chooses good ingredients and uses them skilfully, so others can enjoy his art. If I’ve been successful, the book creates a new perspective for which the selection of ingredients is important, as well as the way they are smoothly and efficiently arranged together. In the first part of the book, we follow the natural flow needed to create the stimulating environment necessary for the survival of a modern company. It begins with challenges that corporations are facing, changes they are, more or less successfully, trying to make, and the culture they are trying to establish. After that, we discuss how to be creative, as well as what to look for in the innovation process. The book continues with a chapter that talks about importance of inclusion and purpose. This idea of inclusion – across ages, genders, geographies, cultures, sexual orientation, and all the other areas in which new ways of thinking can manifest – is essential for solving new problems as well as integral in finding new solutions to old problems. Purpose motivates people for reaching their full potential. This is The second and third parts of the book describes the areas that are important to support what is expressed in the first part. A flexible organization is based on IT alignment with business strategy. As a result of acceleration in the rate of innovation and technological changes, markets evolve rapidly, products’ life cycles get shorter and innovation becomes the main source of competitive advantage. Business Process Management (BPM) goes from task-based automation, to process-based automation, so automating a number of tasks in a process, and then to functional automation across multiple processes andeven moves towards automation at the business ecosystem level. Analytics brought us information and insight; AI turns that insight into superhuman knowledge and real-time action, unleashing new business models, new ways to build, dream, and experience the world, and new geniuses to advance humanity faster than ever before. Companies and industries are transforming our everyday experiences and the services we depend upon, from self-driving cars, to healthcare, to personal assistants. It is a central tenet for the disruptive changes of the 4th Industrial Revolution; a revolution that will likely challenge our ideas about what it means to be a human and just might be more transformative than any other industrial revolution we have seen yet. Another important disruptor is the blockchain - a distributed decentralized digital ledger of transactions with the promise of liberating information and making the economy more democratic. You no longer need to trust anyone but an algorithm. It brings reliability, transparency, and security to all manner of data exchanges: financial transactions, contractual and legal agreements, changes of ownership, and certifications. A quantum computer can simulate efficiently any physical process that occurs in Nature. Potential (long-term) applications include pharmaceuticals, solar power collection, efficient power transmission, catalysts for nitrogen fixation, carbon capture, etc. Perhaps we can build quantum algorithms for improving computational tasks within artificial intelligence, including sub-fields like machine learning. Perhaps a quantum deep learning network can be trained more efficiently, e.g. using a smaller training set. This is still in conceptual research domain.

this was the age of acceleration. Everything that was analog was being digitized. Everything that was digitized was being stored. And everything that was stored was being analyzed, opening up entirely new dimensions for surveillance and attack.

Improve internal processes, thereby reducing costs and increasing competitiveness. Streamline the delivery of existing solutions within an existing business model to reduce costs or improve customer service. Transform a business completely, resulting in new products and business models.

hospitals were overwhelmed with patients, and more. Suddenly digital transformation projects slated to take place over several years were happening in days or weeks. It was the great digital acceleration, not by choice but by existential necessity driven by the largest global pandemic in a century.

Digital technologies can enable inclusive delivery at scale to close gaps and accelerate progress towards universal coverage. The unprecedented scale and speed at which countries delivered social assistance during the COVID-19 pandemic is a testament to the potential of digital technologies

Consider how the principles of the law of accelerating returns apply to the epochs we discussed in the first chapter. The combination of amino acids into proteins and of nucleic acids into strings of RNA established the basic paradigm of biology. Strings of RNA (and later DNA) that self-replicated (Epoch Two) provided a digital method to record the results of evolutionary experiments. Later on, the evolution of a species that combined rational thought (Epoch Three) with an opposable appendage (the thumb) caused a fundamental paradigm shift from biology to technology (Epoch Four). The upcoming primary paradigm shift will be from biological thinking to a hybrid combining biological and nonbiological thinking (Epoch Five), which will include “biologically inspired” processes resulting from the reverse engineering of biological brains.

We use the term edtech (educational technology) rather than tech (technology) purposefully. First and foremost, we are educators. An edtech coach is not IT (instructional technology). Our job is not to fix printer settings or to order new light bulbs for projectors. YouTube videos can teach you how to use a technology tool. An organic edtech coach focuses on building and guiding: building relationships with educators of all levels, and guiding them in designing learning experiences that accelerate student growth toward academic goals.

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In the next few years, those who are first and best in achieving digital trust will become the new superhighways for a unified, single economy firing across a globally connected world. Using the resources and strategies delivered in this book, you can catch up with those who already have figured it out, and then accelerate past them. The first step is to acquire a new way of thinking about trust itself.

What’s the first thing you do now before you visit a new restaurant for the first time or book a hotel room online? You probably ask a friend for a recommendation or you check out the reviews online. Now more than ever, the story your customers tell about you is a big part of your story. Word of mouth is accelerated and amplified. Trust is built digitally beyond the village. Reputations are built and lost in a moment. Opinions are no longer only shared one to one; they are broadcasted one to many, through digital channels. Those opinions live on as clues to your story. The cleanliness of your hotel bathrooms is no longer a secret. Guests’ unedited photos are displayed alongside a hotel brochure’s digital glossies. TripAdvisor ratings are proudly displayed by hotels and often say more about the standards guests can expect than do other, more established star ratings systems, such as the Forbes Travel Guide‘s ratings. Once-invisible brands and family-run hotels have had their businesses turned around by the stories their customers tell about them. “With 50 million reviews and counting, [TripAdvisor] is shaking the travel industry to its core.” —Nathan Labenz It turns out that people are more likely to trust the stories other people tell about you than to trust the well-lit Photoshopped images in your brochure. Reputation is how your idea and brand story are spread. A survey conducted by Chadwick Martin Bailey found that six in ten cruise customers said “they were less likely to book a cruise that received only one star.” There is no marketing more powerful than what one person says to another to recommend your brand. “Don’t waste money on expensive razors.” “Nice hotel; shame about the customer service.” In a world where online reputation can increase a hotel’s occupancy and revenue, trust has become a marketing metric. “[R]eputation has a real-world value.” —Rachel Botsman When we were looking to book a quiet, off-the-beaten-track hotel in Bali, the first place we looked wasn’t with the travel agents or booking.com. I jumped online and found that one of the area’s best-rated hotels on tripadvisor.com wasn’t a five-star resort but a modest family-run, three-star hotel that was punching well above its weight. This little fifteen-room hotel had more than 400 very positive reviews and had won a TripAdvisor Travellers Choice award. The reviews from the previous guests sealed the deal. The little hotel in Ubud was perfect. The reviews didn’t lie, and of course the place was fully booked with a steady stream of guests who knew where to look before taking a chance on a hotel room. Just a few years before, this $50-a-night hotel would have been buried amongst a slew of well-marketed five-star resorts. Today, thanks to a currency of trust, even tiny brands can thrive by doing the right thing and giving their customers a great story to tell.

Lately I've seen many references to the classic "Trolley Problem" which is designed to put people in scenario that invokes a moral dilemma. The point is to see how people react, their thought process and how emotions and visual imagery influence a moral judgment. It isn't about the choices. There has been a steady increase in papers written on this problem (with new variations) in the past few years, which is not surprising since the definition and role of Ethics in a digital world has become an important topic. It is broader than AI, though the accelerated use of AI has likely been a major catalyst for ethics research. One could say that an answer is to avoid being in a situation where you have a moral dilemma. The conventional ways we have looked at ethics in the past have been too singular in view and the increasing innovations in technology have made the singular view obsolete. The only way to break out of the box is by having ethics in AI being driven through collaboration among a diverse population.

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